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meta learning

152 papers

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Also known as

METAGRAD MPT ML MAML LAML

Co-occurring keywords

few-shot learning (3390) transfer learning (5442) domain adaptation (4578) reinforcement learning (4122) model compression (3283) representation learning (6174) multi-task learning (2556) bi-level optimization (148) zero-shot learning (3637) variational inference (2069)

Papers

Personalized Adaptive Meta Learning for Cold-start User Preference Prediction AAAI 2021
Meta Learning for Support Recovery in High-dimensional Precision Matrix Estimation ICML 2021
Exploring Auxiliary Reasoning Tasks for Task-oriented Dialog Systems with Meta Cooperative Learning AAAI 2021
Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision ACL 2021
MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition CVPR 2021
Fast Training of Neural Lumigraph Representations using Meta Learning NIPS 2021
Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering ACL 2020
Zero-Shot Cross-Lingual Transfer with Meta Learning EMNLP 2020
CAMPs: Learning Context-Specific Abstractions for Efficient Planning in Factored MDPs CORL 2020
Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels NIPS 2020
Make One-Shot Video Object Segmentation Efficient Again NIPS 2020
Adversarial Attacks on Deep Graph Matching NIPS 2020
Meta-CoTGAN: A Meta Cooperative Training Paradigm for Improving Adversarial Text Generation AAAI 2020
Dissecting Span Identification Tasks with Performance Prediction EMNLP 2020
Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System Deployment ACL 2020
FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation CVPR 2020
Biased Stochastic First-Order Methods for Conditional Stochastic Optimization and Applications in Meta Learning NIPS 2020
Meta-trained agents implement Bayes-optimal agents NIPS 2020
ROAM: Recurrently Optimizing Tracking Model CVPR 2020
Hypernymy Detection for Low-Resource Languages via Meta Learning ACL 2020
Extending Learnability to Auxiliary-Input Cryptographic Primitives and Meta-PAC Learning COLT 2020
Meta-learning for Mixed Linear Regression ICML 2020
A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Level Singleton ICML 2020
Learning To Stop While Learning To Predict ICML 2020
Meta Architecture Search NIPS 2019